James Wei Luen Yip

Joined

February 2023

Names

James Wei Luen Yip (Preferred)

Emails

****@nuhs.edu.sg (Confirmed)

Personal Links

Career & Education History

Associate Professor

National University of Singapore (nus.edu.sg)

2008 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Medical Informatics

2005 – 2023

Publications

DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home
Changshuo Liu, Wu Junran, Zhongle Xie, Wenqiao Zhang, Kaiping Zheng, Jiaqi Zhu, Qingpeng Cai, Ooi Gene Anne, Marcus Chun Jin Tan, Jianwei Yin, James Wei Luen Yip, Beng Chin Ooi
- Submitted to ICLR 2026
- Readers: Everyone
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip
- ICML 2025 poster
- Readers: Everyone
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
Kaiping Zheng, Horng-Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
- ICML 2024 Poster
- Readers: Everyone
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
Kaiping Zheng, Horng-Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
- Submitted to ICLR 2024
- Readers: Everyone
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
Kaiping Zheng, Horng-Ruey Chua, Melanie Herschel, H. Jagadish, Beng Chin Ooi, James Wei Luen Yip
- Submitted to NeurIPS 2023
- Readers: Everyone
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset
Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip
- 2023 (modified: 22 Jan 2023)
- CoRR 2023
- Readers: Everyone
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis
Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- CoRR 2023
- Readers: Everyone
Big Healthcare Data Analytics: Challenges and Applications
Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip
- 2017 (modified: 22 Jan 2023)
- Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017
- Readers: Everyone
Capturing Feature-Level Irregularity in Disease Progression Modeling
Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
- 2017 (modified: 22 Jan 2023)
- CIKM 2017
- Readers: Everyone
Contextual crowd intelligence
Beng Chin Ooi, Kian-Lee Tan, Quoc Trung Tran, James Wei Luen Yip, Gang Chen, Zheng Jye Ling, Thi Nguyen, Anthony K. H. Tung, Meihui Zhang
- Published: 01 Jan 2014, Last Modified: 16 May 2023
- SIGKDD Explor. 2014
- Readers: Everyone

View all 14 publications

Co-Authors

View all 40 co-authors